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Title: Interval multi-linear systems for tensors in the max-plus algebra and their application in solving the job shop problem (English)
Author: Khaleghzade, Sedighe
Author: Zangiabadi, Mostafa
Author: Peperko, Aljoša
Author: Hajarian, Masoud
Language: English
Journal: Kybernetika
ISSN: 0023-5954 (print)
ISSN: 1805-949X (online)
Volume: 58
Issue: 5
Year: 2022
Pages: 708-732
Summary lang: English
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Category: math
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Summary: In this paper, we propose the notions of the max-plus algebra of the interval tensors, which can be used for the extension of interval linear systems to interval multi-linear systems in the max-plus algebra. Some properties and basic results of interval multi-linear systems in max-plus algebra are derived. An algorithm is developed for computing a solution of the multi-linear systems in the max-plus algebra. Necessary and sufficient conditions for the interval multi-linear systems for weak solvability over max-plus algebra are obtained as well. Also, some examples are given for illustrating the obtained results. Moreover, we briefly sketch how our results can be used in the max-plus algebraic system theory for synchronized discrete event systems. (English)
Keyword: interval tensor
Keyword: max-plus algebra
Keyword: multi-linear systems
Keyword: weak solvability
Keyword: job shop problem
MSC: 15A06
MSC: 15A69
MSC: 15A80
MSC: 65G30
idZBL: Zbl 07655856
idMR: MR4538622
DOI: 10.14736/kyb-2022-5-0708
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Date available: 2023-01-23T16:29:39Z
Last updated: 2023-03-13
Stable URL: http://hdl.handle.net/10338.dmlcz/151300
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Reference: [1] Afshin, H. R., Shojaeifard, A. R.: Max-plus algebra on tensor s and its properties..Wavelet and Linear Algebra 3 (2016), 1-11.
Reference: [2] Aminu, A. A., Olowo, S. E., Sulaiman, I. M., Bakar, N. A., Mamat, M.: On application of max-plus algebra to synchoronized discrete event system..Math. Statist. 9 (2021), 81-92.
Reference: [3] Bozorgmanesh, H., Hajarian, M., Chronopoulos, A. T.: Interval tensors and their application in solving multi-linear systems of equations..Computers Math. Appl. 79 (2020), 697-715.
Reference: [4] Butkovič, P.: Max-linear Systems: Theory and Algorithms..Springer Science and Business Media, 2010. Zbl 1202.15032
Reference: [5] Cechlárová, K., Cuninghame-Green, R. A.: Interval systems of max-separable linear equations..Linear Algebra Appl. 340 (2002), 215-224. Zbl 1004.15009,
Reference: [6] Cuninghame-Green, R. A.: Minimax Algebra. Vol. 166..Springer Science and Business Media, 2012.
Reference: [7] Fijavž, M. K., Peperko, A., Sikolya, E.: Semigroups of max-plus linear operators..Semigroup Forum 94 (2017), 463-476. 10.1007/s00233-015-9761-x
Reference: [8] Friedland, S., Gaubert, S.: Spectral inequa lities for nonnegative tensors and their tropical analogues..Vietnam J. Math. 48 (2020), 893-928.
Reference: [9] Gaubert, S., Plus, M.: Methods and applications of (max,+) linear algebra..In: Annual Symposium on Theoretical Aspects of Computer Science, Springer, Berlin, Heidelberg 1997.
Reference: [10] Gavalec, M., Zimmermann, K.: Solving systems of two-sided (max, min)-linear equations..Kybernetika 46 (2010), 405-414.
Reference: [11] Gavalec, M., Plavka, J., Ponce, D.: Strong, strongly universal and weak interval eigenvectors in max-plus algebra..Mathematics 8 (2020), 1348. 10.3390/math8081348
Reference: [12] Goto, H.: Robust MPL scheduling considering the number of in-process jobs..Engrg. Appl. Artificial Intell. 22 (2009), 603-607.
Reference: [13] Guo, Q., Liu, J. G.: An two phase abs method for solving over determined systems of linear inequalities..J. Appl. Math. Comput. 21 (2006), 259-267.
Reference: [14] Krivulin, N.: Direct solution to constrained tropical optimization problems with application to project scheduling..Comput. Management Sci. 14 (2017), 91-113.
Reference: [15] Muller, V., Peperko, A.: On the spectrum in max algebra..Linear Algebra and its Applications 485 (2015), 250-266.
Reference: [16] Myšková, H.: Interval systems of max-separable linear equations..Linear Algebra Appl. 403 (2005), 263-272. Zbl 1129.15003,
Reference: [17] Myšková, H.: Interval max-plus systems of linear equations..Linear Algebra Appl. 437 (2012), 1992-2000.
Reference: [18] Myšková, H.: Max-min interval systems of linear equations with bounded solution..Kybernetika 48 (2012), 299-308.
Reference: [19] Singh, M.: Mathematical Models, Heuristics and Algorithms for Efficient Analysis and Performance Evaluation of Job Shop Scheduling Systems Using Max-Plus Algebraic Techniques..Dissertation, Ohio University; 2013.
Reference: [20] Singh, M., Judd, R. P.: Efficient calculation of the makespan for job-shop systems without recirculation using max-plus algebra..Int. J. Product. Res. 52 (2014), 5880-5894.
Reference: [21] Žužek, T., Peperko, A., Kušar, J.: A max-plus algebra approach for generating non-delay schedule..Croatian Oper. Res. Rev. 4 (2019), 35-44. 10.17535/crorr.2019.0004
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